RESEARCH: HALOGENASES
FOLDING PROJECT #19212 PROFILE

PROJECT TEAM

Manager(s): Tanner Dean
Institution: University of Illinois

WORK UNIT INFO

Atoms: 3,075
Core: 0xa8
Status: Public

TLDR; PROJECT SUMMARY AI BETA

Lots of medicines use halogens (like fluorine and chlorine). Adding these to drugs is tricky because it can be hard to control where they go. The project relates to using computer models to predict how enzymes called halogenases add halogens to different molecules, so we can make medicine production safer and more precise.

Note: This TLDR is a simplication and may not be 100% accurate.

OFFICAL PROJECT DESCRIPTION

Approximately 40 percent of drugs approved or currently in clinical testing contain halogens (F, Cl, Br, or I) as pharmaceutically active ligand substituents.

This makes the halogenation of chemical scaffolds an issue of particular interest to medicinal chemists when attempting to synthesize potential drug candidates.

Many of the current methods for halogenation are difficult to control the regioselectivity or produce toxic byproducts during the reaction.

Due to these issues; halogenases, a class of enzymes that catalyze highly regioselective halogenation of various molecules in nature, have been studied as a means to improve existing halogenation methods with less toxic byproducts and higher regioselectivity of reaction.

By utilizing Relative Binding Free Energy calculations (RBFE) across a number of common organic molecule scaffolds, our goal is to better predict the probability and site of halogenation for various common chemical scaffolds across a number of halogenases.

RELATED TERMS GLOSSARY AI BETA

Note: Glossary items are a high level summary and may not be 100% accurate.

Halogens

Elements fluorine (F), chlorine (Cl), bromine (Br), and iodine (I).

Scientific: Biotechnology
Pharmaceutical Chemistry / Medicinal Chemistry

Halogens are highly reactive elements commonly used in pharmaceutical drug development. They can be added to molecules to alter their properties and enhance their effectiveness as drugs. However, controlling the location and amount of halogenation during synthesis can be challenging.


Ligand

A molecule that binds to a specific target (e.g., receptor, enzyme).

Scientific: Biotechnology
Pharmaceutical Chemistry / Drug Design

In drug development, ligands are molecules designed to bind to specific targets within the body, such as proteins or receptors. This binding can trigger various effects, leading to therapeutic outcomes.


Pharmaceutically Active

Having a biological effect that can be used in medicine.

Technical: Biotechnology
Pharmaceutical Chemistry / Drug Development

This term describes substances that have the potential to treat or prevent diseases. Pharmaceutically active compounds are the basis for medications and are rigorously tested for safety and efficacy.


Halogenase

An enzyme that catalyzes the addition of a halogen atom to a molecule.

Scientific: Biotechnology
Biochemistry / Enzymology

Halogenases are enzymes found in nature that can add halogens (fluorine, chlorine, bromine, iodine) to various organic molecules. They offer a promising alternative to traditional chemical methods for halogenation due to their high regioselectivity and reduced toxicity.


Regioselective

Describes a reaction that preferentially forms one specific isomer over others.

Scientific: Biotechnology
Organic Chemistry / Reaction Mechanisms

Regioselectivity refers to the preference of a chemical reaction to produce a particular isomer (a molecule with the same atoms but different arrangement). In halogenation, regioselective enzymes ensure that halogens are added at desired positions on molecules.


Relative Binding Free Energy (RBFE)

A computational method for predicting the binding affinity of molecules to a target.

Scientific: Pharmaceuticals
Bioinformatics / Computational Chemistry

RBFE calculations are used in drug discovery to estimate how strongly a molecule will bind to its intended target (e.g., a protein). This information helps researchers identify promising drug candidates.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:25:59
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PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:25:59
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 12TH GEN CORE I7-12700K 20 28,628 572,560 Intel
2 RYZEN 7 5700X 8-CORE 16 31,938 511,008 AMD
3 12TH GEN CORE I9-12900K 24 18,201 436,824 Intel
4 CORE I9-10900X CPU @ 3.70GHZ 20 16,515 330,300 Intel
5 11TH GEN CORE I7-11700K @ 3.60GHZ 16 16,619 265,904 Intel
6 RYZEN 9 3900XT 12-CORE 24 10,350 248,400 AMD
7 CORE I9-10850K CPU @ 3.60GHZ 20 9,808 196,160 Intel